{"id":"https://openalex.org/W2619585391","doi":"https://doi.org/10.4338/aci-2016-12-ra-0211","title":"The effects of natural language processing on cross-institutional portability of influenza case detection for disease surveillance","display_name":"The effects of natural language processing on cross-institutional portability of influenza case detection for disease surveillance","publication_year":2017,"publication_date":"2017-04-01","ids":{"openalex":"https://openalex.org/W2619585391","doi":"https://doi.org/10.4338/aci-2016-12-ra-0211","mag":"2619585391","pmid":"https://pubmed.ncbi.nlm.nih.gov/28561130"},"language":"en","primary_location":{"id":"doi:10.4338/aci-2016-12-ra-0211","is_oa":true,"landing_page_url":"https://doi.org/10.4338/aci-2016-12-ra-0211","pdf_url":"http://www.thieme-connect.de/products/ejournals/pdf/10.4338/ACI-2016-12-RA-0211.pdf","source":{"id":"https://openalex.org/S187139995","display_name":"Applied Clinical Informatics","issn_l":"1869-0327","issn":["1869-0327"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320000","host_organization_name":"Thieme Medical Publishers (Germany)","host_organization_lineage":["https://openalex.org/P4310320000"],"host_organization_lineage_names":["Thieme Medical Publishers (Germany)"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Clinical Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"http://www.thieme-connect.de/products/ejournals/pdf/10.4338/ACI-2016-12-RA-0211.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5037345909","display_name":"Jeffrey P. Ferraro","orcid":"https://orcid.org/0000-0002-4111-2055"},"institutions":[{"id":"https://openalex.org/I108785884","display_name":"Intermountain Healthcare","ror":"https://ror.org/04mvr1r74","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I108785884"]},{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jeffrey Ferraro","raw_affiliation_strings":["Jeffrey P. Ferraro, Homer Warner Center | Intermountain Healthcare, 5171 South Cottonwood St, Suite 220, Murray, Utah 84107, Jeffrey.Ferraro@imail.org, Tel: 801-244-6570","Department of Biomedical Informatics, University of Utah, Salt Lake City, Utah, USA;","Intermountain Healthcare, Salt Lake City, Utah, USA;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jeffrey P. Ferraro, Homer Warner Center | Intermountain Healthcare, 5171 South Cottonwood St, Suite 220, Murray, Utah 84107, Jeffrey.Ferraro@imail.org, Tel: 801-244-6570","institution_ids":["https://openalex.org/I108785884"]},{"raw_affiliation_string":"Department of Biomedical Informatics, University of Utah, Salt Lake City, Utah, USA;","institution_ids":["https://openalex.org/I223532165"]},{"raw_affiliation_string":"Intermountain Healthcare, Salt Lake City, Utah, USA;","institution_ids":["https://openalex.org/I108785884"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074742805","display_name":"Ye Ye","orcid":"https://orcid.org/0000-0002-4615-9944"},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ye Ye","raw_affiliation_strings":["Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, Pennsylvania, USA","Intelligent Systems Program, University of Pittsburgh, Pittsburgh, Pennsylvania, USA","Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, Pennsylvania, USA;","Intelligent Systems Program, University of Pittsburgh, Pittsburgh, Pennsylvania, USA;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, Pennsylvania, USA","institution_ids":["https://openalex.org/I170201317"]},{"raw_affiliation_string":"Intelligent Systems Program, University of Pittsburgh, Pittsburgh, Pennsylvania, USA","institution_ids":["https://openalex.org/I170201317"]},{"raw_affiliation_string":"Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, Pennsylvania, USA;","institution_ids":["https://openalex.org/I170201317"]},{"raw_affiliation_string":"Intelligent Systems Program, University of Pittsburgh, Pittsburgh, Pennsylvania, USA;","institution_ids":["https://openalex.org/I170201317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088145858","display_name":"Per H. Gesteland","orcid":"https://orcid.org/0000-0002-9869-8122"},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Per Gesteland","raw_affiliation_strings":["Department of Biomedical Informatics, University of Utah, Salt Lake City, Utah, USA","Department of Pediatrics, University of Utah, Salt Lake City, Utah, USA","Department of Biomedical Informatics, University of Utah, Salt Lake City, Utah, USA;","Department of Pediatrics, University of Utah, Salt Lake City, Utah, USA;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, University of Utah, Salt Lake City, Utah, USA","institution_ids":["https://openalex.org/I223532165"]},{"raw_affiliation_string":"Department of Pediatrics, University of Utah, Salt Lake City, Utah, USA","institution_ids":["https://openalex.org/I223532165"]},{"raw_affiliation_string":"Department of Biomedical Informatics, University of Utah, Salt Lake City, Utah, USA;","institution_ids":["https://openalex.org/I223532165"]},{"raw_affiliation_string":"Department of Pediatrics, University of Utah, Salt Lake City, Utah, USA;","institution_ids":["https://openalex.org/I223532165"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013520157","display_name":"Peter J. Haug","orcid":"https://orcid.org/0000-0003-1026-0116"},"institutions":[{"id":"https://openalex.org/I108785884","display_name":"Intermountain Healthcare","ror":"https://ror.org/04mvr1r74","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I108785884"]},{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Peter Haug","raw_affiliation_strings":["Department of Biomedical Informatics, University of Utah, Salt Lake City, Utah, USA","Intermountain Healthcare, Salt Lake City, Utah, USA","Department of Biomedical Informatics, University of Utah, Salt Lake City, Utah, USA;","Intermountain Healthcare, Salt Lake City, Utah, USA;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, University of Utah, Salt Lake City, Utah, USA","institution_ids":["https://openalex.org/I223532165"]},{"raw_affiliation_string":"Intermountain Healthcare, Salt Lake City, Utah, USA","institution_ids":["https://openalex.org/I108785884"]},{"raw_affiliation_string":"Department of Biomedical Informatics, University of Utah, Salt Lake City, Utah, USA;","institution_ids":["https://openalex.org/I223532165"]},{"raw_affiliation_string":"Intermountain Healthcare, Salt Lake City, Utah, USA;","institution_ids":["https://openalex.org/I108785884"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011685742","display_name":"Fuchiang Tsui","orcid":"https://orcid.org/0000-0002-6383-8471"},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fuchiang Tsui","raw_affiliation_strings":["Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, Pennsylvania, USA","Intelligent Systems Program, University of Pittsburgh, Pittsburgh, Pennsylvania, USA","Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, Pennsylvania, USA;","Intelligent Systems Program, University of Pittsburgh, Pittsburgh, Pennsylvania, USA;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, Pennsylvania, USA","institution_ids":["https://openalex.org/I170201317"]},{"raw_affiliation_string":"Intelligent Systems Program, University of Pittsburgh, Pittsburgh, Pennsylvania, USA","institution_ids":["https://openalex.org/I170201317"]},{"raw_affiliation_string":"Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, Pennsylvania, USA;","institution_ids":["https://openalex.org/I170201317"]},{"raw_affiliation_string":"Intelligent Systems Program, University of Pittsburgh, Pittsburgh, Pennsylvania, USA;","institution_ids":["https://openalex.org/I170201317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039985406","display_name":"Gregory F. Cooper","orcid":"https://orcid.org/0000-0002-9276-773X"},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gregory Cooper","raw_affiliation_strings":["Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, Pennsylvania, USA","Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, Pennsylvania, USA;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, Pennsylvania, USA","institution_ids":["https://openalex.org/I170201317"]},{"raw_affiliation_string":"Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, Pennsylvania, USA;","institution_ids":["https://openalex.org/I170201317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022366827","display_name":"Rudy van Bree","orcid":null},"institutions":[{"id":"https://openalex.org/I108785884","display_name":"Intermountain Healthcare","ror":"https://ror.org/04mvr1r74","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I108785884"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rudy Van Bree","raw_affiliation_strings":["Intermountain Healthcare, Salt Lake City, Utah, USA","Intermountain Healthcare, Salt Lake City, Utah, USA;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intermountain Healthcare, Salt Lake City, Utah, USA","institution_ids":["https://openalex.org/I108785884"]},{"raw_affiliation_string":"Intermountain Healthcare, Salt Lake City, Utah, USA;","institution_ids":["https://openalex.org/I108785884"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012792212","display_name":"T. N. Ginter","orcid":null},"institutions":[{"id":"https://openalex.org/I108785884","display_name":"Intermountain Healthcare","ror":"https://ror.org/04mvr1r74","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I108785884"]},{"id":"https://openalex.org/I4210089864","display_name":"VA Salt Lake City Healthcare System","ror":"https://ror.org/007fyq698","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1322918889","https://openalex.org/I2799886695","https://openalex.org/I4210089864","https://openalex.org/I4210113540"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thomas Ginter","raw_affiliation_strings":["VA Salt Lake City Healthcare System, Salt Lake City, Utah","Homer Warner Center | Intermountain Healthcare 5171 South Cottonwood St, Suite 220 Murray, Utah 84107"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VA Salt Lake City Healthcare System, Salt Lake City, Utah","institution_ids":["https://openalex.org/I4210089864"]},{"raw_affiliation_string":"Homer Warner Center | Intermountain Healthcare 5171 South Cottonwood St, Suite 220 Murray, Utah 84107","institution_ids":["https://openalex.org/I108785884"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034972188","display_name":"Andrew Nowalk","orcid":"https://orcid.org/0000-0002-1374-3167"},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]},{"id":"https://openalex.org/I4210089864","display_name":"VA Salt Lake City Healthcare System","ror":"https://ror.org/007fyq698","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1322918889","https://openalex.org/I2799886695","https://openalex.org/I4210089864","https://openalex.org/I4210113540"]},{"id":"https://openalex.org/I4210130600","display_name":"Children's Hospital of Pittsburgh","ror":"https://ror.org/03763ep67","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210098814","https://openalex.org/I4210130600","https://openalex.org/I4210134769"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrew Nowalk","raw_affiliation_strings":["Department of Pediatrics, Children\u2018s Hospital of Pittsburgh of University of Pittsburgh, Pittsburgh, Pennsylvania, USA","Department of Pediatrics, Children's Hospital of Pittsburgh of University of Pittsburgh, Pittsburgh, Pennsylvania, USA","VA Salt Lake City Healthcare System, Salt Lake City, Utah;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pediatrics, Children\u2018s Hospital of Pittsburgh of University of Pittsburgh, Pittsburgh, Pennsylvania, USA","institution_ids":["https://openalex.org/I4210130600"]},{"raw_affiliation_string":"Department of Pediatrics, Children's Hospital of Pittsburgh of University of Pittsburgh, Pittsburgh, Pennsylvania, USA","institution_ids":["https://openalex.org/I170201317","https://openalex.org/I4210130600"]},{"raw_affiliation_string":"VA Salt Lake City Healthcare System, Salt Lake City, Utah;","institution_ids":["https://openalex.org/I4210089864"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075316416","display_name":"Michael M. Wagner","orcid":"https://orcid.org/0000-0002-4437-7016"},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael Wagner","raw_affiliation_strings":["Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, Pennsylvania, USA","Intelligent Systems Program, University of Pittsburgh, Pittsburgh, Pennsylvania, USA","Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, Pennsylvania, USA;","Intelligent Systems Program, University of Pittsburgh, Pittsburgh, Pennsylvania, USA;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, Pennsylvania, USA","institution_ids":["https://openalex.org/I170201317"]},{"raw_affiliation_string":"Intelligent Systems Program, University of Pittsburgh, Pittsburgh, Pennsylvania, USA","institution_ids":["https://openalex.org/I170201317"]},{"raw_affiliation_string":"Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, Pennsylvania, USA;","institution_ids":["https://openalex.org/I170201317"]},{"raw_affiliation_string":"Intelligent Systems Program, University of Pittsburgh, Pittsburgh, Pennsylvania, USA;","institution_ids":["https://openalex.org/I170201317"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5037345909"],"corresponding_institution_ids":["https://openalex.org/I108785884","https://openalex.org/I223532165"],"apc_list":null,"apc_paid":null,"fwci":0.6547,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.69464418,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"08","issue":"02","first_page":"560","last_page":"580"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11819","display_name":"Data-Driven Disease Surveillance","score":0.9656000137329102,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11819","display_name":"Data-Driven Disease Surveillance","score":0.9656000137329102,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.005200000014156103,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10167","display_name":"Influenza Virus Research Studies","score":0.00419999985024333,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7245116233825684},{"id":"https://openalex.org/keywords/parsing","display_name":"Parsing","score":0.6757326126098633},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6178022623062134},{"id":"https://openalex.org/keywords/software-portability","display_name":"Software portability","score":0.6142116189002991},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5725652575492859},{"id":"https://openalex.org/keywords/precision-and-recall","display_name":"Precision and recall","score":0.4875585436820984},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3770177364349365},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.11432746052742004}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7245116233825684},{"id":"https://openalex.org/C186644900","wikidata":"https://www.wikidata.org/wiki/Q194152","display_name":"Parsing","level":2,"score":0.6757326126098633},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6178022623062134},{"id":"https://openalex.org/C63000827","wikidata":"https://www.wikidata.org/wiki/Q3080428","display_name":"Software portability","level":2,"score":0.6142116189002991},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5725652575492859},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.4875585436820984},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3770177364349365},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.11432746052742004}],"mesh":[{"descriptor_ui":"D000046","descriptor_name":"Academic Medical Centers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000046","descriptor_name":"Academic Medical Centers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000046","descriptor_name":"Academic Medical Centers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000046","descriptor_name":"Academic Medical Centers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007251","descriptor_name":"Influenza, Human","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D007251","descriptor_name":"Influenza, Human","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D007251","descriptor_name":"Influenza, Human","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D007251","descriptor_name":"Influenza, Human","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D008490","descriptor_name":"Medical Informatics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008490","descriptor_name":"Medical Informatics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008490","descriptor_name":"Medical Informatics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008490","descriptor_name":"Medical Informatics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011634","descriptor_name":"Public Health","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011634","descriptor_name":"Public Health","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011634","descriptor_name":"Public Health","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011634","descriptor_name":"Public Health","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D062665","descriptor_name":"Epidemiological Monitoring","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D062665","descriptor_name":"Epidemiological Monitoring","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D062665","descriptor_name":"Epidemiological Monitoring","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D062665","descriptor_name":"Epidemiological Monitoring","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.4338/aci-2016-12-ra-0211","is_oa":true,"landing_page_url":"https://doi.org/10.4338/aci-2016-12-ra-0211","pdf_url":"http://www.thieme-connect.de/products/ejournals/pdf/10.4338/ACI-2016-12-RA-0211.pdf","source":{"id":"https://openalex.org/S187139995","display_name":"Applied Clinical Informatics","issn_l":"1869-0327","issn":["1869-0327"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320000","host_organization_name":"Thieme Medical Publishers (Germany)","host_organization_lineage":["https://openalex.org/P4310320000"],"host_organization_lineage_names":["Thieme Medical Publishers (Germany)"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Clinical Informatics","raw_type":"journal-article"},{"id":"pmid:28561130","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/28561130","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied clinical informatics","raw_type":null},{"id":"pmh:oai:europepmc.org:5208368","is_oa":false,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6241736","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.4338/aci-2016-12-ra-0211","is_oa":true,"landing_page_url":"https://doi.org/10.4338/aci-2016-12-ra-0211","pdf_url":"http://www.thieme-connect.de/products/ejournals/pdf/10.4338/ACI-2016-12-RA-0211.pdf","source":{"id":"https://openalex.org/S187139995","display_name":"Applied Clinical Informatics","issn_l":"1869-0327","issn":["1869-0327"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320000","host_organization_name":"Thieme Medical Publishers (Germany)","host_organization_lineage":["https://openalex.org/P4310320000"],"host_organization_lineage_names":["Thieme Medical Publishers (Germany)"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Clinical Informatics","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.5400000214576721}],"awards":[{"id":"https://openalex.org/G264786211","display_name":null,"funder_award_id":"R01 LM011370","funder_id":"https://openalex.org/F4320337372","funder_display_name":"U.S. National Library of Medicine"}],"funders":[{"id":"https://openalex.org/F4320307234","display_name":"Intermountain Healthcare","ror":"https://ror.org/04mvr1r74"},{"id":"https://openalex.org/F4320337372","display_name":"U.S. National Library of Medicine","ror":"https://ror.org/0060t0j89"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2619585391.pdf","grobid_xml":"https://content.openalex.org/works/W2619585391.grobid-xml"},"referenced_works_count":57,"referenced_works":["https://openalex.org/W17353072","https://openalex.org/W42578831","https://openalex.org/W86609720","https://openalex.org/W144923133","https://openalex.org/W153173462","https://openalex.org/W161831236","https://openalex.org/W171692537","https://openalex.org/W194395423","https://openalex.org/W1535430927","https://openalex.org/W1560862568","https://openalex.org/W1581749826","https://openalex.org/W1682040381","https://openalex.org/W1815442811","https://openalex.org/W1927503436","https://openalex.org/W1975879668","https://openalex.org/W1988370432","https://openalex.org/W2002514548","https://openalex.org/W2008906462","https://openalex.org/W2042689508","https://openalex.org/W2045307318","https://openalex.org/W2068821823","https://openalex.org/W2075305020","https://openalex.org/W2083342361","https://openalex.org/W2086923758","https://openalex.org/W2096252540","https://openalex.org/W2096797897","https://openalex.org/W2102270478","https://openalex.org/W2104094955","https://openalex.org/W2110065044","https://openalex.org/W2115124945","https://openalex.org/W2118644929","https://openalex.org/W2120350078","https://openalex.org/W2120354757","https://openalex.org/W2122402213","https://openalex.org/W2122410182","https://openalex.org/W2138162199","https://openalex.org/W2140218757","https://openalex.org/W2146089916","https://openalex.org/W2148563768","https://openalex.org/W2151068025","https://openalex.org/W2151532143","https://openalex.org/W2152224036","https://openalex.org/W2152579687","https://openalex.org/W2154048976","https://openalex.org/W2159583324","https://openalex.org/W2314771118","https://openalex.org/W2328176404","https://openalex.org/W2334769970","https://openalex.org/W2432517183","https://openalex.org/W2504897554","https://openalex.org/W2509436477","https://openalex.org/W2581516227","https://openalex.org/W2586862262","https://openalex.org/W2613482391","https://openalex.org/W4299672243","https://openalex.org/W6677592774","https://openalex.org/W6993211581"],"related_works":["https://openalex.org/W107105315","https://openalex.org/W1584537303","https://openalex.org/W4388155270","https://openalex.org/W4381248170","https://openalex.org/W3189621521","https://openalex.org/W2173794830","https://openalex.org/W1502858101","https://openalex.org/W3204019825","https://openalex.org/W4287688258","https://openalex.org/W3049211950"],"abstract_inverted_index":{"OBJECTIVES:":[0],"This":[1],"study":[2],"evaluates":[3],"the":[4,58,84,134,161],"accuracy":[5],"and":[6,57,86,105,121,131,140,143,148,158,167,170,175,197,217,238,256],"portability":[7],"of":[8,19,62,76,88,93,113,133,152,160,206,246,284],"a":[9],"natural":[10],"language":[11],"processing":[12],"(NLP)":[13],"tool":[14],"for":[15,40,83,183],"extracting":[16],"clinical":[17,22,69,90],"findings":[18,91],"influenza":[20,38,184,224],"from":[21,71,101],"notes":[23,70],"across":[24],"two":[25,47],"large":[26],"healthcare":[27],"systems.":[28],"Effectiveness":[29],"is":[30],"evaluated":[31],"on":[32,187,204,227],"how":[33],"well":[34],"NLP":[35,48,80,102,136,145,163,172,195,201,215,221,236,242,254,260],"supports":[36],"downstream":[37],"case-detection":[39,178,281],"disease":[41],"surveillance.":[42],"METHODS:":[43],"We":[44,78,95],"independently":[45],"developed":[46,97],"parsers,":[49],"one":[50,266],"at":[51,60,279],"Intermountain":[52,127,188,228],"Healthcare":[53,128,189,229],"(IH)":[54],"in":[55],"Utah":[56],"other":[59],"University":[61,151,205,245],"Pittsburgh":[63,153,207],"Medical":[64,154,208,248],"Center":[65,155,209,249],"(UPMC)":[66],"using":[67,271],"local":[68,274],"emergency":[72],"department":[73],"(ED)":[74],"encounters":[75],"influenza.":[77,94],"measured":[79,180],"parser":[81,137,164],"performance":[82,179,231],"presence":[85],"absence":[87],"70":[89],"indicative":[92],"then":[96],"Bayesian":[98,177],"network":[99],"models":[100],"processed":[103],"reports":[104],"tested":[106],"their":[107],"ability":[108],"to":[109],"discriminate":[110],"among":[111],"cases":[112,190,210,230],"(1)":[114],"influenza,":[115],"(2)":[116],"non-influenza":[117,186],"influenza-like":[118],"illness":[119],"(NI-ILI),":[120],"(3)":[122],"'other'":[123],"diagnosis.":[124],"RESULTS:":[125],"On":[126,150,244],"reports,":[129,156],"recall":[130,157],"precision":[132,159],"IH":[135,171,194,220,235,259,272],"were":[138,165,276,287],"0.71":[139],"0.75,":[141],"respectively,":[142,169],"UPMC":[144,162,200,214,241,253],"parser,":[146,173],"0.67":[147],"0.79.":[149],"0.73":[166],"0.80,":[168],"0.53":[174],"0.80.":[176],"by":[181],"AUROC":[182],"versus":[185,225,269],"was":[191,211,232],"0.93":[192,198],"(using":[193,199,213,219,234,240,252,258],"parser)":[196,216,237,255],"parser).":[202,222,243,261],"Case-detection":[203],"0.95":[212],"0.83":[218],"For":[223],"NI-ILI":[226,270],"0.70":[233],"0.76":[239,251],"Pisstburgh":[247],"cases,":[250],"0.65":[257],"CONCLUSION:":[262],"In":[263],"all":[264],"but":[265],"instance":[267],"(influenza":[268],"cases),":[273],"parsers":[275,286],"more":[277],"effective":[278],"supporting":[280],"although":[282],"performances":[283],"non-local":[285],"reasonable.":[288]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}